MI
-333 Remot
e
internsh
ip
CNN R
eview
EpiSci
Hyunsong Kwon
Coursera_CNN
Edge detection
p
adding
strided convolution
Convolutions
Over V
olume
Convolutions
Over V
olume
simple conv
olutional
Network example
pooling Lay
ers
CNN Example
why convolutions?
why convolutions?
Classic networks
R
esnet
why resnet w
orks
Networks In Networks and
1x1 conv
olutions
Bottle neck
Inception Netw
ork
Object Localization
Object Localization
Landmark Det
ection
Object detection
Convolutional
Imp
lementation
o
f sli
ding
windows
Convolutional
Imp
lementation
o
f sli
ding
windows
Bounding Bo
x Pr
edictions
Intersection Over U
nion(IOU)
Non-max
Suppression
Anchor Bo
x
es
Y
OL
O Algorithm
R
egion pr
oposals
THANK Y
OU